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SENSITIVITY ANALYSIS OF THE KNAPSACK PROBLEM:TIGHTER LOWER AND UPPER BOUND LIMITS
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作者 Tarik BELGACEM mhand hifi 《Journal of Systems Science and Systems Engineering》 SCIE EI CSCD 2008年第2期156-170,共15页
In this paper, we study the sensitivity of the optimum of the knapsack problem to the perturbation of the profit of a subset of items. We propose a polynomial heuristic in order to establish both lower and upper bound... In this paper, we study the sensitivity of the optimum of the knapsack problem to the perturbation of the profit of a subset of items. We propose a polynomial heuristic in order to establish both lower and upper bound limits of the sensitivity interval. The aim is to stabilize any given optimal solution obtained by applying any exact algorithm. We then evaluate the effectiveness of the proposed solution procedure on an example and a set of randomly generated problem instances. 展开更多
关键词 Combinatorial optimization KNAPSACK sensitivity analysis
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SENSITIVITY ANALYSIS OF THE KNAPSACK PROBLEM:TIGHTER LOWER AND UPPER BOUND LIMITS
2
作者 Tarik BELGACEM mhand hifi 《Journal of Systems Science and Systems Engineering》 SCIE EI CSCD 2008年第4期503-505,共3页
In this paper,we study the sensitivity of the optimum of the knapsack problem to the perturbation of the profit of a subset of items.We propose a polynomial heuristic in order to establish both lower and upper bound l... In this paper,we study the sensitivity of the optimum of the knapsack problem to the perturbation of the profit of a subset of items.We propose a polynomial heuristic in order to establish both lower and upper bound limits of the sensitivity interval.The aim is to stabilize any given optimal solution obtained by applying any exact algorithm.We then evaluate the effectiveness of the proposed solution procedure on an example and a set of randomly generated problem instances. 展开更多
关键词 Combinatorial optimization KNAPSACK sensitivity analysis
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